Tenant Isolation on AWS: Building a Multi-Tenant Workshop Platform That Doesn’t Leak

A missing tenant filter doesn't throw an error, it returns a 200 with too many rows. This is how to build a multi-tenant workshop management platform on AWS where the isolation boundary sits below your application code: STS session tags feeding IAM conditions, DynamoDB leading keys, scoped S3 prefixes, forced PostgreSQL row-level security, and a control plane that verifies each new tenant is fenced before anyone logs in.

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Redshift Cost Optimization for SaaS Analytics: The Levers That Actually Move the Bill

In a SaaS analytics product, the Redshift bill tracks how often queries arrive, not how much data they touch. Here is how the meter actually works, why connection pools bill you while nobody is using the product, how to attribute spend to a tenant, and which isolation choices quietly cost more than they save.

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